Attention-guided dense convolutional network automates diabetic foot ulcer segmentation
Diabetic foot ulcers are among the most feared complications of diabetes, and now a team of researchers in India has ...
Tag: segmentation
AI Models Trained on One Year of Wheat Fail the Next, Five-Year Drone Study Shows
Deep learning models that ace a wheat field test in one year can collapse the next, according to a five-year ...
When AI Gets It Wrong: Scientists Map the Hidden Failure Modes of Ultrasound Segmentation Models
Deep learning models can now segment ultrasound images with impressive speed, but a new study from the University of Edinburgh ...
AI Fusion System Sharpens Ovarian Tumor Segmentation From CT Scans
A two-stage neural network fusion system from Romanian researchers achieved 93.53% F1 score in segmenting ovarian tumors from CT scans, ...
AI Learns to Keep Coronary Vessels Connected in Blurry Angiograms
A topology-aware deep learning model keeps coronary vessels connected in noisy X-ray angiograms, reaching 88.3 percent Dice on the DCA1 ...
Construction safety AI that knows what it doesn’t see: a Sentry–Judge hybrid for PPE absence detection
A two-tier AI system pairs a fast YOLOv11m detector with a SAM 3 segmentation verifier to cut false alarms in ...
Parallel Transformer-CNN Network Sharpens Detection of Tiny Infrared Targets
A new parallel Transformer-CNN architecture called TCNNISTD achieves state-of-the-art accuracy and real-time speed in detecting infrared targets smaller than ten ...
When Work Follows You Everywhere: The Daily Boundary Struggles of Digital Nomads
A nine-day diary study of 96 digital nomads shows that daily boundary violations erode work-life segmentation and balance, with unstable ...
AI Reads Brain-Attack Risk Straight From Neck Artery Scans in Under a Second
A fully automated deep learning system called CFAPS segments carotid plaques on multi-contrast MRI and classifies their vulnerability in under ...
AI Models Learn to Spot Grapevine Powdery Mildew Before Humans Do
Researchers fused the SAM and CLIP vision foundation models into an AI pipeline that segments grapevine powdery mildew pixel by ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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